Kenneth Wilkins

Mathematical Statistician, National Institutes of Health

  • Joined June 2020

Names

Kenneth Wilkins (Preferred)

Emails

****@nih.gov (Confirmed)

Personal Links

Career & Education History

Mathematical Statistician
National Institutes of Health (nih.gov)
2013 – Present
 
Assistant Professor
Uniformed Services University of the Health Sciences (usuhs.edu)
2007 – 2013
 
Postdoc
Data Coordinating Centers for NIH Vaccine & Infectious Diseases Network, Blood & Marrow Clinical Trials Network (emmes.com)
2004 – 2007
 

Advisors, Relations & Conflicts

Coworker
Lynn Eberly
2007 – 2013
 
Postdoc Advisor
Marian Pugh Ewell
2004 – 2007
 
PhD Advisor
Garrett M. Fitzmaurice
1999 – 2004
 

Expertise

network analysis, missing data in network analysis, causality in machine learning, graphical models, knowledge graphs, Bayesian networks, explainability in deep learning, interpretability in machine learning, reinforcement learning, natural language processing, machine learning in meta-research
2011 – Present
 
missing data methodology, causal inference, counterfactual, causality, potential outcomes, inverse probability weighting, time-dependent confounding, propensity score methods, multiple imputation, Bayesian methods, epidemiologic methods, clinical trials
2003 – Present
 
missing data, longitudinal data, multilevel data, discrete data, categorical data, informative missingness, non-ignorable non-response
2002 – Present